{
 "cells": [
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "双均线策略，通过建立m天移动平均线，n天移动平均线，则两条均线必有交点。若m>n，n天平均线“上穿越”m天均线则为买入点，反之为卖出点。该策略基于不同天数均线的交叉点，抓住股票的强势和弱势时刻，进行交易。\n",
    "\n",
    "对于每一个交易日，都可以计算出前N天的移动平均值，然后把这些移动平均值连起来，成为一条线，就叫做N日移动平均线。比如前5个交易日的收盘价分别为10,9,9,10,11元，那么，5日的移动平均股价为9.8元。同理，如果下一个交易日的收盘价为12，那么在下一次计算移动平均值的时候，需要计算9,9,10,11,12元的平均值，也就是10.2元。将这平均值连起来，就是均线。双均线，顾名思义就是两条天数不同的移动平均线，比如说，一条是5天的移动平均线，另一条是10天的移动平均线。\n",
    "\n",
    "由时间短的均线在下方向上穿越时间长一点的均线，为“金叉”，反之为“死叉”。我们认为，双均线金叉的时候，表明股票很强势，反之很弱势，我们就在强势的时候买一个好了，弱势的时候卖掉好了。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 宽基指数\n",
    "\n",
    "- 000016.SH # 上证50\n",
    "- 000300.SH # 沪深300\n",
    "- 000905.SH # 中证500\n",
    "- 399006.SZ # 创业板指数（Top100）\n",
    "- HSI # 恒生指数\n",
    "- SPX # 标普500\n",
    "- IXIC # 纳斯达克\n",
    "\n",
    "#### 行业指数\n",
    "\n",
    "- 000933.SH # 中证医药\n",
    "- 000932.SH # 中证消费\n",
    "- 000912.SH # 300消费 ;; 双均线收益大幅低于中证消费\n",
    "- 000993.SH # 全指信息\n",
    "- 000934.SH # 中证金融 ;; 中证金融地产指数由中证800指数样本股中的金融地产行业股票组成，以反映该行业公司股票的整体表现。\n",
    "- 399986.SZ # 中证银行\n",
    "- 000936.SH # 中证电信\n",
    "- 000930.SH # 中证工业\n",
    "- 000929.SH # 中证材料\n",
    "- 000937.SH # 中证公用\n",
    "- 000928.SH # 中证能源\n",
    "- 399971.SH # 中证传媒\n",
    "- 000852.SH # 中证1000\n",
    "- 000827.SH # 中证环保\n",
    "- 399967.SZ # 中证军工\n",
    "\n",
    "#### 主题指数\n",
    "\n",
    "- 000922.SH # 中证红利\n",
    "- 399997.SZ # 中证白酒\n",
    "- 399812.SZ # 养老产业"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 197,
   "metadata": {},
   "outputs": [],
   "source": [
    "import talib as ta\n",
    "import numpy as np\n",
    "import tushare as ts\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 198,
   "metadata": {},
   "outputs": [],
   "source": [
    "from matplotlib import font_manager\n",
    "\n",
    "fontP = font_manager.FontProperties()\n",
    "fontP.set_family('SimHei')\n",
    "fontP.set_size(14)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "metadata": {},
   "outputs": [],
   "source": [
    "pro = ts.pro_api(os.environ['TUSHARE_API_TOKEN'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 307,
   "metadata": {},
   "outputs": [],
   "source": [
    "start = '20040101'                 # 回测起始时间\n",
    "end = '20200801'                   # 回测结束时间\n",
    "code = '399812.SZ'                 # 回测标的代码\n",
    "\n",
    "short_term = 11\n",
    "long_term = 22"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 308,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = pro.index_daily(ts_code=code, start_date=start, end_date=end).sort_index(ascending=False)\n",
    "#data = pro.index_global(ts_code='HSI', start_date=start, end_date=end).sort_index(ascending=False) # 恒生\n",
    "#data = pro.index_global(ts_code='SPX', start_date=start, end_date=end).sort_index(ascending=False) # 标普500\n",
    "#data = pro.index_global(ts_code='IXIC', start_date=start, end_date=end).sort_index(ascending=False) # 纳斯达克"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 309,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "close_price = np.array(data['close'])\n",
    "open_price = np.array(data['open'])\n",
    "time = np.array(data['trade_date'])\n",
    "L=[time[i] for i in range(0,len(time),60)]\n",
    "\n",
    "# 计算均线数值\n",
    "short_ma = ta.MA(close_price, short_term)\n",
    "long_ma = ta.MA(close_price, long_term)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 310,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 5040x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax=plt.subplots(figsize=(70,10))\n",
    "ax.plot(time, close_price, label='Close')\n",
    "ax.plot(time, short_ma, label='MA11')\n",
    "ax.plot(time, long_ma, label='MA22')\n",
    "ax.legend(loc='best')\n",
    "ax.set_xticks(L)\n",
    "ax.set_xlabel('date')\n",
    "ax.set_ylabel('price=$')\n",
    "plt.xticks(rotation=30,fontsize='small')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 311,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "日期: 20050228, 操作: 买入, 价格: 1026.48, 持仓量: 974, 收盘后总资金: 996828.66\n",
      "日期: 20050321, 操作: 卖出, 价格: 957.42, 获利-67264.44(-6.73%), 收盘后总资金: 932735.56\n",
      "***************************************************************************************************\n",
      "日期: 20050418, 操作: 买入, 价格: 931.06, 持仓量: 1001, 收盘后总资金: 928554.38\n",
      "日期: 20050427, 操作: 卖出, 价格: 900.16, 获利-30930.9(-3.32%), 收盘后总资金: 901804.66\n",
      "***************************************************************************************************\n",
      "日期: 20050620, 操作: 买入, 价格: 859.39, 持仓量: 1049, 收盘后总资金: 913047.84\n",
      "日期: 20050705, 操作: 卖出, 价格: 797.37, 获利-65058.98(-7.21%), 收盘后总资金: 836745.68\n",
      "***************************************************************************************************\n",
      "日期: 20050804, 操作: 买入, 价格: 811.0, 持仓量: 1031, 收盘后总资金: 835304.34\n",
      "日期: 20050930, 操作: 卖出, 价格: 903.02, 获利94872.62(11.34%), 收盘后总资金: 931618.3\n",
      "***************************************************************************************************\n",
      "日期: 20051226, 操作: 买入, 价格: 867.08, 持仓量: 1074, 收盘后总资金: 934183.01\n",
      "日期: 20150922, 操作: 卖出, 价格: 8310.86, 获利7994619.72(858.14%), 收盘后总资金: 8926238.02\n",
      "***************************************************************************************************\n",
      "日期: 20150925, 操作: 买入, 价格: 8188.5, 持仓量: 1090, 收盘后总资金: 8803298.01\n",
      "日期: 20150928, 操作: 卖出, 价格: 8162.8, 获利-28013.0(-0.31%), 收盘后总资金: 8898225.02\n",
      "***************************************************************************************************\n",
      "日期: 20151009, 操作: 买入, 价格: 8466.23, 持仓量: 1051, 收盘后总资金: 8942606.65\n",
      "日期: 20151207, 操作: 卖出, 价格: 9821.99, 获利1424903.76(16.01%), 收盘后总资金: 10323128.78\n",
      "***************************************************************************************************\n",
      "日期: 20151217, 操作: 买入, 价格: 10011.56, 持仓量: 1031, 收盘后总资金: 10410319.42\n",
      "日期: 20160107, 操作: 卖出, 价格: 8658.09, 获利-1395427.57(-13.52%), 收盘后总资金: 8927701.21\n",
      "***************************************************************************************************\n",
      "日期: 20160223, 操作: 买入, 价格: 8058.8, 持仓量: 1107, 收盘后总资金: 8862267.55\n",
      "日期: 20160307, 操作: 卖出, 价格: 7399.92, 获利-729380.16(-8.17%), 收盘后总资金: 8198321.05\n",
      "***************************************************************************************************\n",
      "日期: 20160323, 操作: 买入, 价格: 8032.86, 持仓量: 1020, 收盘后总资金: 8228258.05\n",
      "日期: 20160427, 操作: 卖出, 价格: 7903.45, 获利-131998.2(-1.61%), 收盘后总资金: 8066322.85\n",
      "***************************************************************************************************\n",
      "日期: 20160606, 操作: 买入, 价格: 8052.04, 持仓量: 1001, 收盘后总资金: 8046129.68\n",
      "日期: 20160624, 操作: 卖出, 价格: 7700.94, 获利-351451.1(-4.36%), 收盘后总资金: 7714871.75\n",
      "***************************************************************************************************\n",
      "日期: 20160706, 操作: 买入, 价格: 8082.07, 持仓量: 954, 收盘后总资金: 7755836.51\n",
      "日期: 20160805, 操作: 卖出, 价格: 8127.8, 获利43626.42(0.57%), 收盘后总资金: 7758498.17\n",
      "***************************************************************************************************\n",
      "日期: 20160819, 操作: 买入, 价格: 8439.77, 持仓量: 919, 收盘后总资金: 7764295.22\n",
      "日期: 20160909, 操作: 卖出, 价格: 8389.7, 获利-46014.33(-0.59%), 收盘后总资金: 7712483.84\n",
      "***************************************************************************************************\n",
      "日期: 20161019, 操作: 买入, 价格: 8349.84, 持仓量: 923, 收盘后总资金: 7702917.87\n",
      "日期: 20161212, 操作: 卖出, 价格: 8126.12, 获利-206493.56(-2.68%), 收盘后总资金: 7505990.28\n",
      "***************************************************************************************************\n",
      "日期: 20170213, 操作: 买入, 价格: 7883.0, 持仓量: 952, 收盘后总资金: 7533289.64\n",
      "日期: 20170410, 操作: 卖出, 价格: 8044.16, 获利153424.32(2.04%), 收盘后总资金: 7659414.6\n",
      "***************************************************************************************************\n",
      "日期: 20170525, 操作: 买入, 价格: 7899.25, 持仓量: 969, 收盘后总资金: 7695240.86\n",
      "日期: 20170717, 操作: 卖出, 价格: 7943.49, 获利42868.56(0.56%), 收盘后总资金: 7702283.16\n",
      "***************************************************************************************************\n",
      "日期: 20170810, 操作: 买入, 价格: 8049.35, 持仓量: 956, 收盘后总资金: 7678563.08\n",
      "日期: 20171128, 操作: 卖出, 价格: 8331.41, 获利269649.36(3.5%), 收盘后总资金: 7971932.52\n",
      "***************************************************************************************************\n",
      "日期: 20171220, 操作: 买入, 价格: 8538.26, 持仓量: 933, 收盘后总资金: 7960619.9\n",
      "日期: 20180206, 操作: 卖出, 价格: 8091.37, 获利-416948.37(-5.23%), 收盘后总资金: 7554984.15\n",
      "***************************************************************************************************\n",
      "日期: 20180307, 操作: 买入, 价格: 8508.84, 持仓量: 887, 收盘后总资金: 7526756.97\n",
      "日期: 20180404, 操作: 卖出, 价格: 8594.26, 获利75767.54(1.0%), 收盘后总资金: 7630751.69\n",
      "***************************************************************************************************\n",
      "日期: 20180511, 操作: 买入, 价格: 8766.85, 持仓量: 870, 收盘后总资金: 7568391.31\n",
      "日期: 20180608, 操作: 卖出, 价格: 8701.55, 获利-56811.0(-0.74%), 收盘后总资金: 7573940.69\n",
      "***************************************************************************************************\n",
      "日期: 20180723, 操作: 买入, 价格: 7833.51, 持仓量: 966, 收盘后总资金: 7589046.23\n",
      "日期: 20180803, 操作: 卖出, 价格: 7276.55, 获利-538023.36(-7.1%), 收盘后总资金: 7035917.33\n",
      "***************************************************************************************************\n",
      "日期: 20181108, 操作: 买入, 价格: 6465.41, 持仓量: 1088, 收盘后总资金: 6996288.13\n",
      "日期: 20181205, 操作: 卖出, 价格: 6692.49, 获利247063.04(3.51%), 收盘后总资金: 7282980.37\n",
      "***************************************************************************************************\n",
      "日期: 20190122, 操作: 买入, 价格: 6214.25, 持仓量: 1171, 收盘后总资金: 7235441.17\n",
      "日期: 20190425, 操作: 卖出, 价格: 7640.11, 获利1669682.06(22.93%), 收盘后总资金: 8952662.43\n",
      "***************************************************************************************************\n",
      "日期: 20190625, 操作: 买入, 价格: 6954.28, 持仓量: 1287, 收盘后总资金: 8916110.47\n",
      "日期: 20190719, 操作: 卖出, 价格: 6856.56, 获利-125765.64(-1.4%), 收盘后总资金: 8826896.79\n",
      "***************************************************************************************************\n",
      "日期: 20190826, 操作: 买入, 价格: 6988.28, 持仓量: 1263, 收盘后总资金: 8884991.89\n",
      "日期: 20191008, 操作: 卖出, 价格: 7038.99, 获利64046.73(0.73%), 收盘后总资金: 8890943.52\n",
      "***************************************************************************************************\n",
      "日期: 20191111, 操作: 买入, 价格: 7173.98, 持仓量: 1239, 收盘后总资金: 8819557.42\n",
      "日期: 20191203, 操作: 卖出, 价格: 7019.36, 获利-191574.18(-2.15%), 收盘后总资金: 8699369.34\n",
      "***************************************************************************************************\n",
      "日期: 20191218, 操作: 买入, 价格: 7412.51, 持仓量: 1173, 收盘后总资金: 8700030.33\n",
      "日期: 20200206, 操作: 卖出, 价格: 7630.73, 获利255972.06(2.94%), 收盘后总资金: 8955341.4\n",
      "***************************************************************************************************\n",
      "日期: 20200220, 操作: 买入, 价格: 7937.51, 持仓量: 1128, 收盘后总资金: 9041066.58\n",
      "日期: 20200312, 操作: 卖出, 价格: 7669.05, 获利-302822.88(-3.38%), 收盘后总资金: 8652518.52\n",
      "***************************************************************************************************\n",
      "日期: 20200410, 操作: 买入, 价格: 7616.42, 持仓量: 1136, 收盘后总资金: 8588703.95\n",
      "日期: 20200604, 操作: 卖出, 价格: 8056.52, 获利499953.6(5.78%), 收盘后总资金: 9152472.12\n",
      "***************************************************************************************************\n",
      "日期: 20200609, 操作: 买入, 价格: 8109.89, 持仓量: 1128, 收盘后总资金: 9219487.62\n",
      "###################################################################################################\n",
      "共交易29次\n",
      "双均线策略总收益率为: 1037.08%\n",
      "基准(买入一直持有)的收益率为：918.27%\n"
     ]
    }
   ],
   "source": [
    "s = np.zeros(len(close_price))\n",
    "\n",
    "is_hold = 0 # 0 - 空仓，1 - 买入，2 - 持仓，3 - 卖出\n",
    "\n",
    "init_money = position_money = 1000000\n",
    "position_amount = 0\n",
    "\n",
    "trade_count = 0\n",
    "\n",
    "buy_position_value = 0 # 每笔交易买入前总资金\n",
    "\n",
    "for i in range(len(close_price)):\n",
    "    trade_price = round((close_price[i] + open_price[i]) / 2, 2)\n",
    "    if i == 0:\n",
    "        s[0] = init_money\n",
    "        continue\n",
    "    if short_ma[i - 1] > long_ma[i - 1]: # 延迟一天，禁止使用未来函数\n",
    "        if is_hold == 0: # 空仓买入\n",
    "            is_hold = 1\n",
    "            buy_position_value = position_money\n",
    "            position_amount = int(position_money / trade_price)\n",
    "            position_money = position_money - position_amount * trade_price\n",
    "        elif is_hold == 1: # 买入持有\n",
    "            is_hold = 2\n",
    "        elif is_hold == 2: # 继续持有\n",
    "            is_hold = 2\n",
    "        elif is_hold == 3: # 卖出再次买入\n",
    "            is_hold = 1\n",
    "            buy_position_value = position_money\n",
    "            position_amount = int(position_money / trade_price)\n",
    "            position_money = position_money - position_amount * trade_price\n",
    "    else:\n",
    "        if is_hold == 0: # 空仓继续\n",
    "            is_hold = 0\n",
    "        elif is_hold == 1: # 买入卖出\n",
    "            is_hold = 3\n",
    "            position_money = position_money + position_amount * trade_price\n",
    "            position_amount = 0\n",
    "        elif is_hold == 2: # 持仓卖出\n",
    "            is_hold = 3\n",
    "            position_money = position_money + position_amount * trade_price\n",
    "            position_amount = 0\n",
    "        elif is_hold == 3: # 卖出空仓\n",
    "            is_hold = 0\n",
    "    \n",
    "    s[i] = position_money + position_amount * close_price[i]\n",
    "            \n",
    "    if is_hold == 0:\n",
    "        pass\n",
    "    if is_hold == 1:\n",
    "        print('日期: ' + str(time[i]) + ', 操作: 买入, 价格: ' + str(trade_price) + ', 持仓量: ' + str(position_amount) + ', 收盘后总资金: ' + str(round(s[i], 2)))\n",
    "    if is_hold == 2:\n",
    "        pass\n",
    "    if is_hold == 3:\n",
    "        print('日期: ' + str(time[i]) + ', 操作: 卖出, 价格: ' + str(trade_price) + ', 获利' + str(round(position_money - buy_position_value, 2)) + '(' + str(round((position_money - buy_position_value) / buy_position_value * 100, 2)) + '%)' + ', 收盘后总资金: ' + str(round(s[i], 2)))\n",
    "        print('***************************************************************************************************')\n",
    "        trade_count = trade_count + 1\n",
    "\n",
    "print('###################################################################################################')\n",
    "print(\"共交易\" + str(trade_count) + \"次\")\n",
    "print(\"双均线策略总收益率为: \" + str(round((s[-1] - s[0]) / s[0] * 100, 2)) + '%')\n",
    "print(\"基准(买入一直持有)的收益率为：\" + str(round((close_price[-1] - close_price[0]) / close_price[0] * 100, 2)) + '%')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 312,
   "metadata": {},
   "outputs": [],
   "source": [
    "base_15 = np.zeros(len(close_price))\n",
    "\n",
    "for i in range(len(close_price)):\n",
    "    if i == 0:\n",
    "        base_15[i] = init_money\n",
    "    else:\n",
    "        base_15[i] = base_15[i-1] * 1.0005592 # 设年收益为0.15，250个交易日，则每日的收益率为0.0005592"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 313,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 2160x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 本资金模拟交易可能的影响因素：\n",
    "# 1. 涨停跌停无法交易问题。指数很少有涨跌停，所以影响还可以接受。\n",
    "# 2. 交易手续费。对指数ETF来说，交易少的情况下，手续费可以忽略。\n",
    "# 3. 分红。除少数基金有分红，大部分分红可以忽略。\n",
    "# 4. 交易滑点。才有当天开盘和收盘的平均价格来模拟滑点的影响。\n",
    "\n",
    "fig=plt.figure(figsize=(30,7))\n",
    "ax=fig.add_subplot(111)\n",
    "k = s[0] / close_price[0]\n",
    "ax.plot(time, close_price * k, label='长期持有')\n",
    "ax.plot(time,s,label='双均线策略')\n",
    "ax.plot(time,base_15,label='15%基准对比')\n",
    "ax.legend(loc='best', prop=fontP)\n",
    "ax.set_xlabel('time')\n",
    "ax.set_ylabel('s')\n",
    "ax.set_xticks(L)\n",
    "plt.xticks(rotation=30,fontsize='small')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>index_code</th>\n",
       "      <th>con_code</th>\n",
       "      <th>trade_date</th>\n",
       "      <th>weight</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>399300.SZ</td>\n",
       "      <td>600109.SH</td>\n",
       "      <td>20100930</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>399300.SZ</td>\n",
       "      <td>600688.SH</td>\n",
       "      <td>20100930</td>\n",
       "      <td>0.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>399300.SZ</td>\n",
       "      <td>600100.SH</td>\n",
       "      <td>20100930</td>\n",
       "      <td>0.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>399300.SZ</td>\n",
       "      <td>601139.SH</td>\n",
       "      <td>20100930</td>\n",
       "      <td>0.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>399300.SZ</td>\n",
       "      <td>600009.SH</td>\n",
       "      <td>20100930</td>\n",
       "      <td>0.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4995</th>\n",
       "      <td>399300.SZ</td>\n",
       "      <td>600022.SH</td>\n",
       "      <td>20100903</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4996</th>\n",
       "      <td>399300.SZ</td>\n",
       "      <td>000538.SZ</td>\n",
       "      <td>20100903</td>\n",
       "      <td>0.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4997</th>\n",
       "      <td>399300.SZ</td>\n",
       "      <td>600102.SH</td>\n",
       "      <td>20100903</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4998</th>\n",
       "      <td>399300.SZ</td>\n",
       "      <td>601766.SH</td>\n",
       "      <td>20100903</td>\n",
       "      <td>0.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4999</th>\n",
       "      <td>399300.SZ</td>\n",
       "      <td>601009.SH</td>\n",
       "      <td>20100903</td>\n",
       "      <td>0.39</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5000 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     index_code   con_code trade_date  weight\n",
       "0     399300.SZ  600109.SH   20100930    0.10\n",
       "1     399300.SZ  600688.SH   20100930    0.17\n",
       "2     399300.SZ  600100.SH   20100930    0.32\n",
       "3     399300.SZ  601139.SH   20100930    0.06\n",
       "4     399300.SZ  600009.SH   20100930    0.24\n",
       "...         ...        ...        ...     ...\n",
       "4995  399300.SZ  600022.SH   20100903    0.10\n",
       "4996  399300.SZ  000538.SZ   20100903    0.33\n",
       "4997  399300.SZ  600102.SH   20100903    0.05\n",
       "4998  399300.SZ  601766.SH   20100903    0.40\n",
       "4999  399300.SZ  601009.SH   20100903    0.39\n",
       "\n",
       "[5000 rows x 4 columns]"
      ]
     },
     "execution_count": 115,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pro.index_weight(index_code='399300.SZ', start_date='20080901', end_date='20100930')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": false,
   "sideBar": false,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": false,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
